Optimizing Large Language Models with Human Feedback Reinforcement Learning on Amazon SageMaker: A Comprehensive Guide
Reinforcement Learning from Human Feedback (RLHF) is revolutionizing the way we optimize Large Language Models (LLMs) on platforms such as Amazon SageMaker. This industry-standard technique, fundamental to training LLMs like OpenAI’s ChatGPT and Anthropic’s Claude, is making these models more truthful, helpful, and harmless. But what is RLHF, and how does it work? Primarily, RLHF's…